Misleading information in Osbourne bookkeeping book? Double entry.

Hi. I thought I had finally come to terms with double entry when I read this page everything stopped making sense. I thought sales, capital and bank loans were all credit, and purchases etc were all debit according to the following site..... If anyone could help clear this up it'd be great. Thanks